Knowledge Resource Center for Ecological Environment in Arid Area
Content Based Medical Image Retrieval using Local co-occurrence patterns | |
Rao, L. Koteswara1; Rao, D. Venkata2; Reddy, L. Pratap3 | |
通讯作者 | Rao, L. Koteswara |
会议名称 | International Conference on Applied and Theoretical Computing and Communication Technology (iCATccT) |
会议日期 | OCT 29-31, 2015 |
会议地点 | Davangere, INDIA |
英文摘要 | To index and retrieve the images from a medical image dataset, an algorithm is proposed in this paper which is framed using local Co-occurrence Patterns (LCoP),In the existing LDP is rotation variant and captures the information only in a particular direction. The proposed LCoP codes the occurrence among the 1-order differentiators in all possible directions and is a rotational invariant method. The impact of the algorithm is further made clear by integrating the same with Gabor transform. All results of experiments on OASIS MRI shown a considerable improvement in terms of the performance metrics when compared to LBP, LTP, LDP even after taking the Gabor function |
英文关键词 | local Binary Pattern (LBP) local derivative patterns (LDP) local cooccurrencepatterns (LCoP) Image indexing Gabor Transform (GT) |
来源出版物 | PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON APPLIED AND THEORETICAL COMPUTING AND COMMUNICATION TECHNOLOGY (ICATCCT) |
出版年 | 2015 |
页码 | 743-748 |
EISBN | 978-1-4673-9223-5 |
出版者 | IEEE |
类型 | Proceedings Paper |
语种 | 英语 |
国家 | India |
收录类别 | CPCI-S |
WOS记录号 | WOS:000383398000138 |
WOS关键词 | CHEST CT IMAGES ; BINARY PATTERNS ; CLASSIFICATION ; SYSTEMS |
WOS类目 | Computer Science, Theory & Methods ; Engineering, Electrical & Electronic ; Telecommunications |
WOS研究方向 | Computer Science ; Engineering ; Telecommunications |
资源类型 | 会议论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/304269 |
作者单位 | 1.IFHE, FST, Hyderabad, Andhra Pradesh, India; 2.Narasaraopet Inst Technol, Narasaraopet, India; 3.JNTUHCEH, ECE, Hyderabad, Andhra Pradesh, India |
推荐引用方式 GB/T 7714 | Rao, L. Koteswara,Rao, D. Venkata,Reddy, L. Pratap. Content Based Medical Image Retrieval using Local co-occurrence patterns[C]:IEEE,2015:743-748. |
条目包含的文件 | 条目无相关文件。 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。